Fat Porker Belly Share definition Flag A belly that is rotund and swine-like in appearance, usually belonging to a pillow-biting polesmoker from Long Island. you're a fat porker belly. Fat Porker Belly by NancyLeigh January 16, 2009 Get the Fat Porker Belly mug.